Atrial Septal Defect Detection in Children Based on Ultrasound Video Using Multiple Instances Learning

Yiman Liu, Qiming Huang, Xiaoxiang Han, Tongtong Liang, Zhifang Zhang, Xiuli Lu, Bin Dong, Jiajun Yuan, Yan Wang, Menghan Hu, Jinfeng Wang, Angelos Stefanidis, Jionglong Su, Jiangang Chen, Qingli Li, Yuqi Zhang
Feb 12, 2024 Pediatric Echocardiography
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Pediatric Echocardiography Ultrasound Video Atrial Septal Defect Multiple Instances Learning
Yiman Liu
Yiman Liu
Technologist-in-Charge

Technologist-in-Charge at Shanghai Children’s Medical Center. Research interests include deep learning, computer vision, natural language processing, and artificial intelligence for medical image analysis.

Xiaoxiang Han
Xiaoxiang Han
Ph.D. Student in Information and Communication Engineering

Ph.D. student at School of Communication and Information Engineering, Shanghai University, Shanghai, P.R.China. Research interests include medical image/video analysis, weakly/semi/self-supervised learning, computer vision and pattern recognition.

Qingli Li
Qingli Li
Full Professor

Full Professor at East China Normal University. Research interests include multi-dimensional imaging, hyperspectral remote sensing, artificial intelligence and pattern recognition.

Yuqi Zhang
Yuqi Zhang
Chief Physician

Chief Physician at Shanghai Children’s Medical Center. Research interests include pediatric cardiovascular disease, congenital heart disease, prenatal ultrasound diagnosis.